Why Developers Keep Picking the Wrong Testing Techniques

Researchers conducted controlled experiments with students to study whether developers' perceptions about defect detection technique effectiveness match reality. Results showed 50% of participants incorrectly perceived which techniques were most effective, leading to a 31 percentage point reduction in effectiveness on average. A replication confirmed these findings and revealed that participants believed technique effectiveness depended solely on their performance rather than inherent technique weaknesses.